{"id":4532,"date":"2023-07-10T07:36:27","date_gmt":"2023-07-10T07:36:27","guid":{"rendered":"https:\/\/statorials.org\/ja\/sas-%e3%81%a6%e3%82%99%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e7%b5%90%e6%9e%9c%e3%82%92%e8%a7%a3%e9%87%88%e3%81%99%e3%82%8b\/"},"modified":"2023-07-10T07:36:27","modified_gmt":"2023-07-10T07:36:27","slug":"sas-%e3%81%a6%e3%82%99%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e7%b5%90%e6%9e%9c%e3%82%92%e8%a7%a3%e9%87%88%e3%81%99%e3%82%8b","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/sas-%e3%81%a6%e3%82%99%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e7%b5%90%e6%9e%9c%e3%82%92%e8%a7%a3%e9%87%88%e3%81%99%e3%82%8b\/","title":{"rendered":"\u5b8c\u5168\u30ac\u30a4\u30c9: sas \u3067 anova \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ja\/\u4e00\u65b9\u5411\u5206\u6563\u5206\u6790\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u306f\u3001<\/a> 3 \u3064\u4ee5\u4e0a\u306e\u72ec\u7acb\u3057\u305f\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u9593\u306b\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001SAS \u3067\u4e00\u5143\u914d\u7f6e ANOVA \u306e\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u4f8b: SAS \u3067\u306e ANOVA \u7d50\u679c\u306e\u89e3\u91c8<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u7814\u7a76\u8005\u304c\u7814\u7a76\u306b\u53c2\u52a0\u3059\u308b 30 \u4eba\u306e\u5b66\u751f\u3092\u52df\u96c6\u3059\u308b\u3068\u3057\u307e\u3059\u3002\u5b66\u751f\u306f\u3001\u8a66\u9a13\u306e\u6e96\u5099\u306e\u305f\u3081\u306b 3 \u3064\u306e\u5b66\u7fd2\u65b9\u6cd5\u306e\u3044\u305a\u308c\u304b\u3092\u4f7f\u7528\u3059\u308b\u3088\u3046\u306b<a href=\"https:\/\/statorials.org\/ja\/\u30e9\u30f3\u30bf\u3099\u30e0\u306a\u9078\u629e\u3068\u30e9\u30f3\u30bf\u3099\u30e0\u306a\u5272\u308a\u5f53\u3066\/\" target=\"_blank\" rel=\"noopener\">\u30e9\u30f3\u30c0\u30e0\u306b\u5272\u308a\u5f53\u3066\u3089\u308c\u307e\u3059<\/a>\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5404\u751f\u5f92\u306e\u8a66\u9a13\u7d50\u679c\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22551 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovasas1.jpg\" alt=\"\" width=\"219\" height=\"237\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001SAS \u3067\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> Method $Score;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\nAt 78\nAt 81\nAt 82\nAt 82\nAt 85\nAt 88\nAt 88\nAt 90\nB 81\nB 83\nB 83\nB85\nB 86\nB 88\nB90\nB91\nC 84\nC 88\nC 88\nC 89\nC 90\nC 93\nC 95\nC 98\n;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001 <strong>proc ANOVA \u3092<\/strong>\u4f7f\u7528\u3057\u3066\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\"><span style=\"color: #008000;\">\/*perform one-way ANOVA*\/\n<\/span><span style=\"color: #000000;\"><span style=\"color: #800080;\">proc ANOVA<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n    <span style=\"color: #3366ff;\">classMethod<\/span> ;\n    <span style=\"color: #3366ff;\">modelScore<\/span> = Method;\n    <span style=\"color: #3366ff;\">means<\/span> Method \/ <span style=\"color: #3366ff;\">tukey cldiff<\/span> ;\n<span style=\"color: #800080;\">run<\/span> ;<\/span><\/span><\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u6ce8<\/strong>: \u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u304b\u3089\u306e\u5168\u4f53\u7684\u306a p \u5024\u304c\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u3042\u308b\u5834\u5408\u306b Tukey \u4e8b\u5f8c\u691c\u5b9a<strong>\u3092 (\u4fe1\u983c\u533a\u9593\u3092\u4f7f\u7528\u3057\u3066) \u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u3092\u6307\u5b9a\u3059\u308b\u305f\u3081\u306b\u3001means \u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092 tukey<\/strong><strong>\u304a\u3088\u3073<\/strong><strong>cldiff<\/strong>\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u3068\u3082\u306b\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305a\u3001\u7d50\u679c\u306e ANOVA \u30c6\u30fc\u30d6\u30eb\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22552\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovasas2.jpg\" alt=\"SAS \u306e\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\" width=\"441\" height=\"294\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u51fa\u529b\u5185\u306e\u5404\u5024\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>DF \u30e2\u30c7\u30eb:<\/strong>\u5909\u6570<em>\u30e1\u30bd\u30c3\u30c9<\/em>\u306e\u81ea\u7531\u5ea6\u3002\u3053\u308c\u306f #groups -1 \u3068\u3057\u3066\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u30013 \u3064\u306e\u7570\u306a\u308b\u5b66\u7fd2\u65b9\u6cd5\u304c\u3042\u3063\u305f\u305f\u3081\u3001\u3053\u306e\u5024\u306f 3-1 = <strong>2<\/strong>\u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>DF \u8aa4\u5dee:<\/strong>\u6b8b\u5dee\u306e\u81ea\u7531\u5ea6\u3002\u3053\u308c\u306f\u3001\u89b3\u6e2c\u7dcf\u6570 \u2013 \u30b0\u30eb\u30fc\u30d7\u6570\u3068\u3057\u3066\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u300124 \u500b\u306e\u89b3\u6e2c\u5024\u3068 3 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u304c\u3042\u308b\u305f\u3081\u3001\u3053\u306e\u5024\u306f 24-3 = <strong>21<\/strong>\u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u4fee\u6b63\u3055\u308c\u305f\u5408\u8a08<\/strong>: DF \u30e2\u30c7\u30eb\u3068 DF \u8aa4\u5dee\u306e\u5408\u8a08\u3002\u3053\u306e\u5024\u306f 2 + 21 = <strong>23<\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u4e8c\u4e57\u548c\u30e2\u30c7\u30eb:<\/strong>\u5909\u6570<em>\u30e1\u30bd\u30c3\u30c9<\/em>\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u4e8c\u4e57\u548c\u3002\u3053\u306e\u5024\u306f<strong>175.583<\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u4e8c\u4e57\u548c\u8aa4\u5dee:<\/strong>\u6b8b\u5dee\u307e\u305f\u306f\u300c\u8aa4\u5dee\u300d\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u4e8c\u4e57\u548c\u3002\u3053\u306e\u5024\u306f<strong>350.25<\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u4fee\u6b63\u5e73\u65b9\u548c\u5408\u8a08<\/strong>: SS \u30e2\u30c7\u30eb\u3068 SS \u8aa4\u5dee\u306e\u5408\u8a08\u3002\u3053\u306e\u5024\u306f<strong>525.833<\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u5e73\u5747\u4e8c\u4e57\u30e2\u30c7\u30eb:<\/strong><em>\u30e1\u30bd\u30c3\u30c9<\/em>\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u5e73\u5747\u4e8c\u4e57\u548c\u3002\u3053\u308c\u306f\u3001SS \u30e2\u30c7\u30eb \/ DF \u30e2\u30c7\u30eb\u3001\u3064\u307e\u308a 175.583 \/ 2 = <strong>87.79<\/strong>\u3068\u3057\u3066\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee:<\/strong>\u6b8b\u5dee\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u5e73\u5747\u4e8c\u4e57\u548c\u3002\u3053\u308c\u306f SS \u8aa4\u5dee \/ DF \u8aa4\u5dee\u3068\u3057\u3066\u8a08\u7b97\u3055\u308c\u3001350.25 \/ 21 = <strong>16.68<\/strong>\u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>F \u5024:<\/strong> ANOVA \u30e2\u30c7\u30eb\u306e\u5168\u4f53\u7684\u306a F \u7d71\u8a08\u91cf\u3002\u3053\u308c\u306f\u3001\u30e2\u30c7\u30eb\u306e\u5e73\u5747\u4e8c\u4e57\/\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee\u3001\u3064\u307e\u308a 87.79\/16.68 = <strong>5.26<\/strong>\u3068\u3057\u3066\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Pr &gt;F:<\/strong>\u5206\u5b50 df = 2\u3001\u5206\u6bcd df = 21 \u306e F \u7d71\u8a08\u91cf\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f p \u5024\u3002\u3053\u306e\u5834\u5408\u3001p \u5024\u306f<strong>0.0140<\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e00\u9023\u306e\u7d50\u679c\u306e\u4e2d\u3067\u6700\u3082\u91cd\u8981\u306a\u5024\u306f p \u5024\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u30013 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5e73\u5747\u5024\u306b\u6709\u610f\u306a\u5dee\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u3067\u306f\u6b21\u306e\u5e30\u7121\u4eee\u8aac\u3068\u5bfe\u7acb\u4eee\u8aac\u304c\u4f7f\u7528\u3055\u308c\u308b\u3053\u3068\u3092\u601d\u3044\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> (\u5e30\u7121\u4eee\u8aac):<\/strong>\u3059\u3079\u3066\u306e\u30b0\u30eb\u30fc\u30d7\u5e73\u5747\u306f\u7b49\u3057\u3044\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> (\u5bfe\u7acb\u4eee\u8aac):<\/strong>\u5c11\u306a\u304f\u3068\u3082 1 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u5e73\u5747\u304c\u4ed6\u306e\u30b0\u30eb\u30fc\u30d7\u5e73\u5747\u3068\u306f\u7570\u306a\u308a\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">ANOVA \u8868\u306e p \u5024 (0.0140) \u306f 0.05 \u672a\u6e80\u3067\u3042\u308b\u305f\u3081\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306f\u3001\u8a66\u9a13\u306e\u5e73\u5747\u70b9\u304c 3 \u3064\u306e\u52c9\u5f37\u65b9\u6cd5\u3067\u7b49\u3057\u304f\u306a\u3044\u3068\u8a00\u3048\u308b\u5341\u5206\u306a\u8a3c\u62e0\u304c\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3069\u306e\u30b0\u30eb\u30fc\u30d7\u5e73\u5747\u304c\u7570\u306a\u308b\u304b\u3092\u6b63\u78ba\u306b\u5224\u65ad\u3059\u308b\u306b\u306f\u3001Tukey \u306e\u4e8b\u5f8c\u691c\u5b9a\u306e\u7d50\u679c\u3092\u793a\u3059\u6700\u7d42\u7d50\u679c\u30c6\u30fc\u30d6\u30eb\u3092\u53c2\u7167\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22554\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovasas4.jpg\" alt=\"SAS \u306e Tukey \u30c6\u30b9\u30c8\" width=\"442\" height=\"477\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u3069\u306e\u30b0\u30eb\u30fc\u30d7\u5e73\u5747\u304c\u7570\u306a\u308b\u304b\u3092\u8abf\u3079\u308b\u306b\u306f\u3001\u3069\u306e\u30da\u30a2\u3054\u3068\u306e\u6bd4\u8f03\u306e\u6a2a\u306b\u661f ( <strong>***<\/strong> ) \u304c\u4ed8\u3044\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u8868\u306f\u3001\u30b0\u30eb\u30fc\u30d7 A \u3068\u30b0\u30eb\u30fc\u30d7 C \u306e\u9593\u3067\u8a66\u9a13\u306e\u5e73\u5747\u70b9\u306b\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\u304c\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5177\u4f53\u7684\u306b\u306f\u3001\u30b0\u30eb\u30fc\u30d7 C \u3068\u30b0\u30eb\u30fc\u30d7 A \u306e\u8a66\u9a13\u5f97\u70b9\u306e\u5e73\u5747\u5dee\u306f<strong>6.375<\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5e73\u5747\u5dee\u306e 95% \u4fe1\u983c\u533a\u9593\u306f<strong>[1.228, 11.522]<\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ed6\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u5024\u306e\u9593\u306b\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001ANOVA \u30e2\u30c7\u30eb\u306b\u95a2\u3059\u308b\u8ffd\u52a0\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ja\/\u4e8b\u5f8c\u5206\u6563\u5206\u6790\u30c6\u30b9\u30c8\/\" target=\"_blank\" rel=\"noopener noreferrer\">ANOVA \u3067\u4e8b\u5f8c\u30c6\u30b9\u30c8\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u30ac\u30a4\u30c9<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u4e00\u65b9\u5411\u5206\u6563\u5206\u6790-1\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30a8\u30a2\u30ed\u30c3\u30af\u3066\u3099\u306e-2-\u30ec\u30fc\u30f3\u306e\u5206\u6563\u5206\u6790\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u4e8c\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u306f\u3001 3 \u3064\u4ee5\u4e0a\u306e\u72ec\u7acb\u3057\u305f\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u9593\u306b\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 \u6b21\u306e\u4f8b\u306f\u3001SAS \u3067\u4e00\u5143\u914d\u7f6e ANOVA \u306e\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002 \u4f8b: SAS \u3067\u306e [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-4532","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5b8c\u5168\u30ac\u30a4\u30c9: SAS \u3067 ANOVA \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5 - Statorials<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u5b8c\u5168\u306a\u4f8b\u3092\u4f7f\u7528\u3057\u3066\u3001SAS \u3067 ANOVA \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ja\/sas-\u3066\u3099\u5206\u6563\u5206\u6790\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5b8c\u5168\u30ac\u30a4\u30c9: SAS \u3067 ANOVA \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5 - Statorials\" \/>\n<meta property=\"og:description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u5b8c\u5168\u306a\u4f8b\u3092\u4f7f\u7528\u3057\u3066\u3001SAS \u3067 ANOVA \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ja\/sas-\u3066\u3099\u5206\u6563\u5206\u6790\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-10T07:36:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovasas1.jpg\" \/>\n<meta name=\"author\" content=\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/ja\/sas-%e3%81%a6%e3%82%99%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e7%b5%90%e6%9e%9c%e3%82%92%e8%a7%a3%e9%87%88%e3%81%99%e3%82%8b\/\",\"url\":\"https:\/\/statorials.org\/ja\/sas-%e3%81%a6%e3%82%99%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e7%b5%90%e6%9e%9c%e3%82%92%e8%a7%a3%e9%87%88%e3%81%99%e3%82%8b\/\",\"name\":\"\u5b8c\u5168\u30ac\u30a4\u30c9: SAS \u3067 ANOVA \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5 - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/ja\/#website\"},\"datePublished\":\"2023-07-10T07:36:27+00:00\",\"dateModified\":\"2023-07-10T07:36:27+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83\"},\"description\":\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u5b8c\u5168\u306a\u4f8b\u3092\u4f7f\u7528\u3057\u3066\u3001SAS \u3067 ANOVA \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/ja\/sas-%e3%81%a6%e3%82%99%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e7%b5%90%e6%9e%9c%e3%82%92%e8%a7%a3%e9%87%88%e3%81%99%e3%82%8b\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/ja\/sas-%e3%81%a6%e3%82%99%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e7%b5%90%e6%9e%9c%e3%82%92%e8%a7%a3%e9%87%88%e3%81%99%e3%82%8b\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/ja\/sas-%e3%81%a6%e3%82%99%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e7%b5%90%e6%9e%9c%e3%82%92%e8%a7%a3%e9%87%88%e3%81%99%e3%82%8b\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u5bb6\",\"item\":\"https:\/\/statorials.org\/ja\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u5b8c\u5168\u30ac\u30a4\u30c9: sas \u3067 anova \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/ja\/#website\",\"url\":\"https:\/\/statorials.org\/ja\/\",\"name\":\"Statorials\",\"description\":\"\u7d71\u8a08\u80fd\u529b\u3078\u306e\u30ac\u30a4\u30c9\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/ja\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83\",\"name\":\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/image\/\",\"url\":\"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\"},\"description\":\"\u79c1\u306f\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u3067\u3059\u3002\u9000\u8077\u3057\u305f\u7d71\u8a08\u6559\u6388\u304b\u3089\u3001\u5c02\u4efb\u306e Statorials \u6559\u80b2\u8005\u306b\u306a\u308a\u307e\u3057\u305f\u3002 \u7d71\u8a08\u5206\u91ce\u306b\u304a\u3051\u308b\u8c4a\u5bcc\u306a\u7d4c\u9a13\u3068\u5c02\u9580\u77e5\u8b58\u3092\u6d3b\u304b\u3057\u3066\u3001\u79c1\u306f Statorials \u3092\u901a\u3058\u3066\u5b66\u751f\u306b\u529b\u3092\u4e0e\u3048\u308b\u305f\u3081\u306b\u81ea\u5206\u306e\u77e5\u8b58\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u306b\u5c3d\u529b\u3057\u3066\u3044\u307e\u3059\u3002\u3082\u3063\u3068\u77e5\u308b\",\"sameAs\":[\"http:\/\/statorials.org\/ja\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u5b8c\u5168\u30ac\u30a4\u30c9: SAS \u3067 ANOVA \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5 - Statorials","description":"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u5b8c\u5168\u306a\u4f8b\u3092\u4f7f\u7528\u3057\u3066\u3001SAS \u3067 ANOVA \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/ja\/sas-\u3066\u3099\u5206\u6563\u5206\u6790\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\/","og_locale":"ja_JP","og_type":"article","og_title":"\u5b8c\u5168\u30ac\u30a4\u30c9: SAS \u3067 ANOVA \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5 - Statorials","og_description":"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u5b8c\u5168\u306a\u4f8b\u3092\u4f7f\u7528\u3057\u3066\u3001SAS \u3067 ANOVA \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002","og_url":"https:\/\/statorials.org\/ja\/sas-\u3066\u3099\u5206\u6563\u5206\u6790\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\/","og_site_name":"Statorials","article_published_time":"2023-07-10T07:36:27+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovasas1.jpg"}],"author":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"1\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/ja\/sas-%e3%81%a6%e3%82%99%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e7%b5%90%e6%9e%9c%e3%82%92%e8%a7%a3%e9%87%88%e3%81%99%e3%82%8b\/","url":"https:\/\/statorials.org\/ja\/sas-%e3%81%a6%e3%82%99%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e7%b5%90%e6%9e%9c%e3%82%92%e8%a7%a3%e9%87%88%e3%81%99%e3%82%8b\/","name":"\u5b8c\u5168\u30ac\u30a4\u30c9: SAS \u3067 ANOVA \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5 - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/ja\/#website"},"datePublished":"2023-07-10T07:36:27+00:00","dateModified":"2023-07-10T07:36:27+00:00","author":{"@id":"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83"},"description":"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u5b8c\u5168\u306a\u4f8b\u3092\u4f7f\u7528\u3057\u3066\u3001SAS \u3067 ANOVA \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002","breadcrumb":{"@id":"https:\/\/statorials.org\/ja\/sas-%e3%81%a6%e3%82%99%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e7%b5%90%e6%9e%9c%e3%82%92%e8%a7%a3%e9%87%88%e3%81%99%e3%82%8b\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/ja\/sas-%e3%81%a6%e3%82%99%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e7%b5%90%e6%9e%9c%e3%82%92%e8%a7%a3%e9%87%88%e3%81%99%e3%82%8b\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/ja\/sas-%e3%81%a6%e3%82%99%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e7%b5%90%e6%9e%9c%e3%82%92%e8%a7%a3%e9%87%88%e3%81%99%e3%82%8b\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u5bb6","item":"https:\/\/statorials.org\/ja\/"},{"@type":"ListItem","position":2,"name":"\u5b8c\u5168\u30ac\u30a4\u30c9: sas \u3067 anova \u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/ja\/#website","url":"https:\/\/statorials.org\/ja\/","name":"Statorials","description":"\u7d71\u8a08\u80fd\u529b\u3078\u306e\u30ac\u30a4\u30c9","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/ja\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83","name":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/statorials.org\/ja\/#\/schema\/person\/image\/","url":"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb"},"description":"\u79c1\u306f\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u3067\u3059\u3002\u9000\u8077\u3057\u305f\u7d71\u8a08\u6559\u6388\u304b\u3089\u3001\u5c02\u4efb\u306e Statorials \u6559\u80b2\u8005\u306b\u306a\u308a\u307e\u3057\u305f\u3002 \u7d71\u8a08\u5206\u91ce\u306b\u304a\u3051\u308b\u8c4a\u5bcc\u306a\u7d4c\u9a13\u3068\u5c02\u9580\u77e5\u8b58\u3092\u6d3b\u304b\u3057\u3066\u3001\u79c1\u306f Statorials \u3092\u901a\u3058\u3066\u5b66\u751f\u306b\u529b\u3092\u4e0e\u3048\u308b\u305f\u3081\u306b\u81ea\u5206\u306e\u77e5\u8b58\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u306b\u5c3d\u529b\u3057\u3066\u3044\u307e\u3059\u3002\u3082\u3063\u3068\u77e5\u308b","sameAs":["http:\/\/statorials.org\/ja"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/posts\/4532","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/comments?post=4532"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/posts\/4532\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/media?parent=4532"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/categories?post=4532"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/tags?post=4532"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}